Was this rude, yes or no?

I think you were being rude to be honest. Your boss doesn't really want you there eating when there's work to be done. Maybe he's asking you to come in early because he needs the help. If you have to eat, eat at home before coming into work. I think that's an easier solution. Arrive at your shift on time and eat before you get to work.